Every year at BigML we use machine studying fashions educated on historic awards knowledge to foretell the winners of the Academy Awards. In our earlier submit, we offered our machine studying predictions for the 2026 Oscars (the 98th Academy Awards). Now that the ceremony has taken place, it’s time to guage how nicely the mannequin carried out.
The 98th Academy Awards ceremony happened on March 15, 2026, on the Dolby Theatre in Hollywood, honoring movies launched in 2025. One Battle After One other emerged as the massive winner of the evening with six Oscars, together with Greatest Image and Greatest Director.
Let’s evaluate how our predictions in contrast with the precise outcomes.
Prediction Outcomes and Evaluation
Throughout the primary eight classes analyzed in our predictions, the mannequin achieved:
- 7 appropriate predictions
- 1 incorrect prediction
This corresponds to an accuracy of 87.5%, which is a robust consequence given the inherent uncertainty of awards voting. As soon as once more, machine studying proved able to figuring out the patterns and indicators that always drive Oscar outcomes —from precursor awards to nominations momentum.
Along with these predictions, we additionally predicted 11 extra technical classes, of which we obtained 8 proper. Under are the outcomes:
As at all times, we encourage our customers to discover their very own concepts and experiments, equivalent to incorporating further knowledge factors that would additional enhance the general public dataset. This strategy aligns with BigML’s long-standing dedication to creating Machine Studying accessible to everybody by means of clear white-box fashions and workflows constructed on high of our confirmed algorithms. The High Picks alone had a median 73% hit charge, whereas the protection reaches 96% with the High 3 taken under consideration.
Evolution of Our Prediction Success
The desk under offers a cumulative view of our predictions from 2018 to 2026 and their efficiency in key Oscar classes. Along with the usual High Choose evaluation shared in previous posts, it additionally highlights how accuracy improves when factoring within the high two or three scoring nominees.
Remaining Ideas
Predicting the Oscars is at all times difficult. Even with sturdy statistical indicators from precursor awards and historic voting patterns, the Academy usually delivers surprises.
Nonetheless, this yr’s outcomes reveal that machine studying can seize most of the patterns underlying Oscar outcomes. Our mannequin efficiently recognized the winners in most main classes, reaching 89% accuracy.
At BigML, we’re excited to proceed this experiment subsequent yr by coaching new fashions, including extra indicators, and exploring how machine studying can predict Hollywood’s greatest awards. For now, let’s take pleasure in all the films that earned a nomination on the 2026 Oscars!
